No, "innocent explanation" means that something seen or heard could be mistaken for something very bad, especially out of context.
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ladybird25I do not quite understand the meaning of "innocent explanation."innocent explanation ~ an explanation that does not attribute evil motives to any of the participants in the situation (even though evil motives might easily come to mind).